perf-analyzer

What problem does it solve?

This Skill analyzes performance benchmarks and profiling data from CUDA, CPU, memory, and system tests. Automatically parses benchmark output, identifies performance bottlenecks, tracks metrics over time, and generates actionable optimization insights.

Core Features & Use Cases

• Benchmark Parsing: CUDA, CPU, and memory benchmarks across various formats (CSV, JSON, text output).
• Analysis & Tracking: Performance regression detection, bottleneck identification, trend analysis, and comparisons across runs.
• Use Case: Compare two GPU configurations over time and highlight regressions and speedups to guide optimization efforts.

Quick Start

Activate perf-analyzer and feed it benchmark outputs; it will automatically parse results, compute key metrics, and generate a report with bottlenecks and recommendations.